Writing
Things I'm learning, building, and thinking through.
AI · May 2026 · 9 min
Notes from building with Claude Code
Patterns that have held up since November 2025.
Read it →/012026.06/022026.06
When to abandon the low-code path
Why I rebuilt my procurement agent from scratch in week three of a fifteen-week internship.
What tool grounding fixed, and what it missed
I required the agent's factual claims about teams, players, games, and predictions to come from database-backed tools. That stopped it inventing statistics. It did not make the answers true.